About the role
AI summarisedThis internship focuses on applying machine learning techniques to characterize and optimize semiconductor devices at GlobalFoundries. The intern will engage in hands-on device testing, data processing, and deep learning model development to enable inverse design of electronic devices. The role is based in a semiconductor R&D environment and provides mentorship and professional development opportunities.
FoundryOnsite
Key Responsibilities
- Perform device testing and data collection across various platforms
- Develop scripts for data processing, analysis, and visualization
- Prepare and clean datasets for machine learning workflows
- Train and validate deep learning models for performance prediction
- Apply inverse design techniques to generate optimal design parameters
- Optimize model accuracy through iterative training, validation, and refinement
- In the course of development, additional hardware design on PCB might be required to enable specific characterization
- During the final phase, the student will validate the setup by characterizing the devices
Requirements
- Bachelor's Degree in Electrical / Electronics / Computer Engineering or equivalent
- Experience in programming languages, eg. Python, C/C++